A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks.
Ju JiaSiqi MaYang LiuLina WangRobert H. DengPublished in: IEEE Trans. Inf. Forensics Secur. (2024)
Keyphrases
- neural network
- graph structure
- graph representation
- causal models
- back propagation
- genetic algorithm
- neural nets
- directed graph
- random walk
- pattern recognition
- multi agent
- high quality
- tree shaped
- directed acyclic
- self organizing maps
- social network analysis
- tree structure
- graphical models
- bipartite graph
- link analysis
- graph structures
- dependency graph